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面向方面的实时系统开发方法 郭东亮毕业论文最终稿

面向方面的实时系统开发方法 郭东亮毕业论文最终稿

广东工业大学工学硕士学位论文面向方面的实时系统开发方法郭东亮二零零五年四月三十日分类号:学校代码:11911 UDC:密级:学号:2110205159广东工业大学学位论文面向方面的实时系统开发方法郭东亮指导教师:张立臣教授广东工业大学计算机学院学科门类:工学专业名称:计算机软件与理论申请学位级别:硕士论文提交日期: 2005 年 4 月论文答辩日期: 2005 年 5 月学位授予单位:广东工业大学摘要现代软件开发都要把整个系统按功能分解为小的单元,然后开发这些小单元,这些小的单元隐藏内部实现,对外提供接口,最后组合这些单元为整个系统,实现整个系统的功能。

但是系统中有的方面是横切整个系统的非功能关注点,无法很好地封装在单个模块中。

如日志、性能问题、安全、上下文相关错误处理、QoS 监测等等,这些方面分散在整个系统中,并且与系统的功能代码纠缠在一起,这样降低了模块的可追踪性、模块的可重用性、系统的可维护性等一系列问题,所以需要分离并模块化这些非功能关注点。

面向方面编程在实现上分离和模块化横切关注点,面向方面建模在软件开发的其它阶段用一致的方法来详述、可视化、构造和文档化方面相关制品,这样在整个软件开发过程可以使用面向方面技术。

实时系统是面向方面技术很好的应用场所,因为在实时系统中,有很多非功能需求,且这些非功能需求往往横切整个系统。

在实时系统中关键的就是时间要求了,这些时间要求散布在整个系统的功能部件里,带来了代码混乱和代码分散问题。

本文分析介绍了AspectJ、组合过滤器、多维关注点分离和自适应编程等典型的分离关注点的方法。

比较完整的介绍了面向方面建模领域的研究。

阐述了实时系统中的主要实时需求,以及与实时系统有关的UML框架集。

提出了一个新的扩展UML进行面向方面建模的方法,它以合适的语义表达了AspectJ和AspectC++的元素和织入机制。

在这个方法中,方面继承自类,切入点和通知继承自特征,这样切入点和通知是方面的一部分,方面与基本类的关系用横切依赖表示。

计算机专业英语教案Unit1[合集]

计算机专业英语教案Unit1[合集]

计算机专业英语教案Unit1[合集]第一篇:计算机专业英语教案Unit 1兰州外语职业学院教案专用纸专业:科目:教师:班级:年学年度第学期授课时数:授课时段:第周Unit ONEPC Overview CLASS TYPE:TEACHING OBJECTIVE 1.Master all the professional terms in this Unit.2.Understand the definition of PC3.Understand the main function Of Smartphone Tablet and Laptop4.Develop the students’ reading abilities.TEACHING APPROACH: 1.Method of Lecture 2.TBLT(Task Based Language Teaching)3.CLTA(Communicative Language Teaching Approach)TEACHING AIDS Chalk,Blackboard, Tape-recorder,Multi-media equipment.IMPORTANT POINTS: 1.Words and terms:2.What is the structure of PC? DIFFICULT POINTS: 1.Understand the main structure of PC TIME ALLOTMENT: 1).Warm up activities(2-3minutes)2).Homework checking& review(2minutes)3).Reading and translating(100minutes)4)Summary&Homework(5minutes)5).ReflectionsTEACHING PROCEDURE:I.LEAD IN(1).Which kinds of computers do you know?(2).Which parts of computer you know? What are their functions? II.NEW WORDS AND TERMS a)virtual terminal(虚拟终端), virtual memory(虚拟内存)b)processor(处理器),microprocessor(微处理器)c)computerized component(计算机化组件)d)browse the web (浏览网络), browser(浏览器)e)keyboard(键盘),mouse (鼠标)f)floppy disk(软盘), flash memory(优盘)g)monitor (显示器)h)MP3(MP3文件格式或MP3播放器)i)GPS(全球定位系统)III.TEACHING CONTENTS 1.Background of informationPPT(Omitted)nguage points(A)Sentence translating1.Virtually every facet of our lives has some computerized component.我们生活中的几乎每个方面都有一些计算机化的成份。

基于人工智能的英语口语交互教学系统的设计探索

基于人工智能的英语口语交互教学系统的设计探索

基于人工智能的英语口语交互教学系统的设计探索于玮婷(华南农业大学外国语学院 广东广州 510642)摘要:基于人工智能技术搭建的英语口语交互教学系统,其核心是采用人工智能技术搭建一个机器人,然后“教”会机器人在不同场景下进行对话,再由“学会说话”的机器人扮演“交互对象”的角色和人进行英语对话,并且可以对对话进行评估和反馈,从而实现英语口语教学的目的。

文章利用人工智能领域的自然语言处理技术,从智能交互口语教学系统的设计思想、主要特点、技术框架、消息处理机制角度探讨了此类系统和机器人的设计和开发,是外语教育人工智能化的创新性实践。

关键词:人工智能 人机交互 智能对话 口语教学中图分类号:TP11文献标识码:A 文章编号:1672-3791(2023)14-0159-04Design and Exploration of the Oral English Interactive Teaching System Based on Artificial IntelligenceYU Weiting(School of Foreign Studies, South China Agricultural University, Guangzhou, Guangdong Province, 510642 China) Abstract:The core of the oral English interactive teaching system based on artificial intelligence technology is to use artificial intelligence technology to build a robot and then "teach" the robot to talk in different scenarios, and the robot that "has learned to speak" plays the role of "the interactive object" to talk with people in English and can evaluate and feedback the dialogue, so as to achieve the purpose of oral English teaching. This paper uses natural speaker processing technology in the field of artificial intelligence to discuss the design and development of such systems and robots from the perspective of the design idea, main characteristics, technical framework and message processing mechanism of the intelligent interactive oral teaching system, which is an innovative practice of artificial intelligence in foreign language education.Key Words: Artificial intelligence; Human-computer interaction; Intelligent dialogue; Oral English teaching1 技术发展现状与可用模块自然语言处理是人工智能领域的重要分支。

1Motion_Aircraft_Application_Training_June09_Part1

1Motion_Aircraft_Application_Training_June09_Part1

LMS/CAE MST DivisionLMS Virtual Lab MotionAircraft Application TrainingAgendaIntroductionLanding Gear Modeling in VLM Catia Kinematics ImportAnalysis coupled with DesignParameterizationAssembly Constraints andExternal ReferencesDesign TablesConfigurationsSolver DiscussionPost-processingScripting and Automation Tire ModelingOleo ModelingExpressionsHydraulicsImagine CouplingFlexible bodiesStrut compliance refinementNVM ExportContactFlexible contactPart 1Part 2 Aircraft configurationSubmechanismsDynamic LandingDynamic TaxiLanding Gear ShimmyGround Handling ConfigurationsPart 3LMS, 25 years of engineering innovationA future built on strong fundamentalsDriven by a compelling visionThe industry largest R&D commitment to EngineeringInnovationTalented people, over 800 professionals committed tocustomers’successOver $125M in annual revenueMore than 3000 manufacturing companies actively use LMSproducts and servicesStrong financial track record of double digit profitable growthLMS bLMS bLMS SCADASMobile -LabLMS and IMAGINE,a unique portfolio of engineering innovation solutionsEnterprise-wideEngineering Collaboration &Simulation Integration in PLMLMS Tec.ManagerLMS Engineering and Deployment ServicesTechnology Transfer Process Transformation& Best Practices System SupportLMS bAircraft Development ProcessFeasibilityDefinitionInServiceConceptDevelopmentM a rk et St u dyCo n c ep t S el ec t e dA g r ee m e n t W i t h P r i m a r y P a r t n e r sA u th o r i ty T o O f f e rP ro g r a m L a u n c h M a j o r A s se m b l i e sE n t r y I n t o S e r v i c eCe r t if i ca t i o nF i r s t F li g h tM a j o r B o d y S e c t i o n sCo mp o n e n t D e s i g nP hy s ic al P e rf o r ma n c e C e r t i f i c a t i o nDesign / Loads CyclesComponent Verification/CertificationAssembly Verification/CertificationVehicle Level Verification/CertificationV ir tu a lP e r fo r ma n c eCe rt i f i c a t i o nVehicle Level AnalysisAssembly AnalysisComponent AnalysisC o n c e p t V a l i d a t i o n T ar g e t C a s c a d i n gAircraft mechanisms Mechanisms are Everywhere!Aircraft Development Development of mechanismsFeasibility Definition In ServiceConcept DevelopmentDefinition VirtualPrototype Dressing Component optimizationPhysical Proto Testing Virtual Proto Validation &CertificationConcept & Configuration Design System OptimizationEMBRAER ERJ-145 & ERJ-170 seriesLMS References in Process Deployment supportDeployment of LMS Tools & Technology in supportof ERJ-145 & ERJ-170 series:LMS Supports Embraer development team with:Design analysis methods & tools Simulation & Customisation forprocess implementation & improvementModeling know-how & best practicestransferredforA/C Ground LoadsLanding Gear developmentHigh-Lift Device developmentCessna (multiple programs & recently Citation Columbus)LMS References in Process Deployment supportDeployment of LMS Tools & Technology in supportof Citation series:LMS Supports Cessna development team with:Simulation & Customisation forprocess implementation & improvementModeling know-how& best practicestransferredforA/C Ground LoadsLanding Gear developmentStructural Dynamic Testing, Correlation &UpdatingAirbus A350 & A30XLMS References in Process Deployment supportAirbus Ground Loads team selects LMS b Motion for Ground Loads analysis for A350XWB, A3OX...LMS Supports Airbus Ground Loads team(transnational team in France, UK, Spain, Germany)Ground Loads Workshops to discuss on Best Modeling PracticesCustomisation projects to adapt to Airbus processIntegration of tools in A/C vehcile level optimisation frameworkMistubishi Aircraft Corporation on MRJLMS References in Process Deployment supportDeployment of LMS Tools & Technology in support of MJET:LMS Supports Mitsubishi Aircraft Corporation and SumitomoPrecision Products (MRJ LG supplier) development teamwith:Simulation process implementation & improvementConcept & Structural OptimisationModeling know-how& best practices transferredforFlap System developmentA/C Ground LoadsLanding Gear development with Sumitomo PrecisionProductsmore to come...Boeing on 777, 787, ...LMS References in Process Deployment supportDeployment of LMS Tools & Technology in support of 777,787, etc.:LMS Supports Boeing development team with:Simulation process improvement CustomisationModeling know-how & best practicesforA/C MechanismsHigh lift device development Landing Gear development ...Review of Modeling in VLM MenusWorkbenchesView controlCompassSpecification treePartSketcherProductAnalysisSave ManagementMechanismsElement definitionSolvingAnimatingPost-processingWorkshop 1: Construct MLG from CAD Geometry Goal: generate a drop test mechanism model of thelanding gear system using standard MechanismtechniquesGuidelinesStart with Product:Models\Models\WS_01_CAD_Import_MLG\Starting\MLG_Product.CATProductUse Bodies from ProductGroup agreement on joint topologyUse existing axis systems for joints/forcesLinear spring/damper for oleo (k=4.5e5N/m,c=3.6e4kg/s )Linear tension only spring for oleo stop(k=1e8N/m , c=2.5e5kg/s )Lock retraction actuator DOFFull tire, linear vertical stiffness and damping(k=7.5e6N/m , c=2.0e3kg/s, μ=1.0 )Apply conditions for drop test with 50 m/s fwdvelocity, 3 m/s descent rate, 10000kg aircraftweightEvaluate: Tire slip, Aircraft position and acceleration,Main bearings loads, Oleo forceCATIA Kinematics ImportQ: Is it necessary to redefine all the kinematic joints if they already exit in the CATIA model?A: No, VLM can fully import the CATIA Kinematic’s modelOpen the Product containing the Mechanism in a second windowStart Mechanism DesignInsert -> Import-> Kinematics MechanismSelect the Kinematic Mechanism from the Product StructureWorkshop 2: Catia Kinematics Import Convert the Kinematics model inModels\Catia_Kinema\Maingear_F15Review the element conversions:Joints -> JointsCommands->DriversChange the RET driver function toretract the gearAnalysis driving Design?Design driving Analysis?Virtual Lab is an open tool. How you choose to work it is flexible…Design approach: Import or create CAD, create elements, solve…•Benefits: quick, uses existing geometry•Drawbacks:Doesn’t allow for geometry based design studiesDoesn’t allow re-use of the modelTime consuming to update the model for new CADAnalysis approach: sketch reference elements (points and axes),apply elements, solve…•Benefits:Allows for geometry based design studiesModel can be reused easilyCreate a library of sub-mechanism models•Drawbacks:Additional modeling effortUp front planning to make sure design and analysis intent is capturedVirtual Lab is a visual tool…Take advantage of geometry capabilitiesEven if the geometry is there for cosmetic appearanceTop Down DesignLayout analysis/design model to be “parameterize”Parameterize and inter-relate componentsDrive analysis from the Top down: Mechanism is the Top levelProduct Structure SuggestionsKey points when laying out a Product Structure for use as a Mechanism…Group all the sub-Products and Parts together that will be a single Mechanism BodyChanging the node referenced by the Mech Body will invalidate the body and all connections into that bodyChanging nodes below the referenced node will not cause problems, unless elements reference geometry features in that sub-nodeOrganize the structure to meet current and future needsMake use of External references and Assembly constraintsSuggested structure for an openProduct structure to couple with a Mechanism Analysis:Product_Root_Mechanism_Name•Product Document for Body 1–Product Document for CAD Geometry•CAD Hierarchy–Part Document for Hardpoints–Product Node for Cosmetic geometryParameterization Overview Defining user parametersUsing formulasDriving parameters from the Top down Design TablesLayout sketchesDefining ParametersIn VL Basic you learned where to enabled Parameters…Motion ProductPartFormulasMost input fields can accept Measures and ForumlasThe entire model is already parameterizedYou can create your own parameters to make a more concise, meaningful set for your model.Use the Formula editor to:Browse the parameters and formulas of the modelCreate new parameters at the current document levelDelete parametersCreate formulasDelete formulasImportFilterDriving Parameters from the Top -> DownIf a Parameter is to be driven from a Parent, it is critical the Parent own the parameter. This is tied to the Update mechanism of VL.If a Parameter belongs to a child, when it goes out of date, the parent will not knowThis will cause non-updating mechanismsIt is Ok to define Parameters in the children, but make sure to tie them to Parameters in parent.This applies to any Parameter and Design table.Layout SketchesA technique of letting top level sketches drive the entire model.Puts all your geometric parameters in one placeProvides a visual referenceAllows you to create an easily variable model with or without ties to CAD Sketcher good for visualizing basic kinematicsWorkshop 3: Generate Layout Sketch for MLGGoal: Create a layout sketch of apost-type MLG model.Guidelines:Sketch layout for the Post,Piston/Axle, Torque Links,Lateral Brace, and WheelsDrive the dimensions:•Diameters•Strut position•Bearing Locations•Lateral BraceAssembly ConstraintsThe standard method of letting Mechanism Joints and Constraints automatically create Assembly constraints has limitations…Forces and JointsMechanism Joints by default create Assembly constraintsForce elements do not create assembly constraintsMechanism Joints define a limited set of Assembly constraintsDirect use of Assembly constraints provides much greater modeling and parameterization capabilityDisable creation of Assembly Constraints in the Mechanism Design workbench using Tools->Options->Mechanism Design -> Assembly ConstraintsExternal ReferencesExternal references are “links”between part parameters. They can behave as constraintsWhich can cause a joint to not be created if itconflicts with an assembly constraintParts with external references are noted by their Part Icon having a “chain link”To enable the automatic creation of external references: Tools -> Options -> Infrastructure -> PartInfrastructure -> GeneralTo enable the automatic creation of external references:Tools -> Options -> Infrastructure -> Part Infrastructure -> GeneralWorkshop 4: Adding bodies to the Parameterized MLG Define bodies with simple geometry for the MLGmodelGuidelines:Use the following Product structure for eachBody:•Body_Product(Product)Body_Hardpoints(Part)Use assembly constraints to position the bodiesin relation to the LayoutUse external references to tie key partdimensions to the LayoutCreate points and axis systems for referenceand Joint/Force element creationUse good naming convention for Point andAxesModel to include: Post, Piston, 2 Wheels,Aircraft_Attachment, and Test_Stand to positionand orient the MLG in preparation for drop testWorkshop 4 continuedQ: Drop test configuration, how do we change the A/C attitude? A: Parameterize the orientation of the Test StandWorkshop 5: Defining Joints and Forces for MLGBaseline MLG model will include basic constraints and simple force elements. Refinements will be made in later workshopsGuidelines:Use same spring, mass, and IC values as in first workshopInclude bearing constraints (as in 1st workshop) and include bushings to modelcompliance.Parameterize stiffness, damping, mass (aircraft attachment), and speed valuesUse a Boolean parameter to toggle between constraints and bushings for the main bearings.Study the differences between the responses with constraints vs.bushings •Spring-back: Plot wheel fore/aft positionWorkshop 5: continuedDesign TablesA Design Table can serve two purposes:Collection of parameter values from within the b Motion interface that arethen written to an external document.Provides a direct link within b Motion to model parameter values stored in an external document. If this external document is updated, the parameter valueswithin b Motion synchronize with the change.An Excel worksheet or a tabulated text file can be associated to a Design Table.For a large number of parameters, Text files should be used (ie: spline curves)Automatic parameter association is available. This requires that the parameter titles in the Design Table contain the complete description of the parameter in the required format. For example:`Analysis Model\GlobalFixedToGroundBody\FIXED.TO.GROUND`This example parameter is of type Boolean with allowable values being TRUE or FALSEClick the Design Table buttonfound by default on the Knowledge Toolbar found at the bottom of the b Motion Interface.This will start up the Creation of aDesign Table dialog. Using a pre-existing file is the default selection. There are two orientation options for the Design Table, Vertical and Horizontal.Vertical Parameter RecordsHorizontal Parameter RecordsThe Design Table will search for parameter values in the first worksheet of an Excel document. As many calculations and assignments, including visual basic code, can be linked to the following sheets provided the values are returned to the first worksheet.ConfigurationsA Configuration consists of a set of Parameters. These Parameter settings are passed to b through a Design Table. Each Configuration represents a different Analysis Case.Depending on the orientation of the Design Table, a single column or row of the table represents the parameter values assigned to a single configuration.Creating ConfigurationsTo utilize a Configuration in an Analysis Case, a Configuration element must be created. The Analysis Case Operations toolbar of the Mechanism Design Workbench contains the button to create a Configuration element.First the appropriate Design Table must be selected from the References branch of the Specification Tree. The Configuration Number Field Entry corresponds to the row or column in a Design Table that specifies the set of parameter values to be used during the Analysis.Workshop 6: Add Design Tables and ConfigurationsCreate 3 Design Tables for the MLG modelAircraft Attachment mass.•Define 3 values: 7000kg, 10000kg, and 12000kgSpeed:•Descent: 3, 5, and 7 m/s•Fwd: 50, 60, and 70 m/sBearing model: Constraint and BushingCreate Configurations in the 2 analysis cases in the Workshop 5 modelRerun the 2 solution sets with the most severe case configurationsSolver DiscussionQ:Solver to use for dynamic casesSolver to use for rigid part onlySolver to use for flexible part onlySolver to use for static casesA (Dynamics):Dynamic systems, rigid and flexible, BDF is typically the best choice for Integration MethodExtremelydiscontinuoussystemsExplicit, Singlestep DOPRI5Runge-Kutta RK Smooth, stiff,SystemsImplicit, Multistep DASSL Backwards Difference Formulation BDF Discontinuous Systems and Non-stiff systemsExplicit, Multistep Shampine-Gordon’s DE Predict -Evaluate-Correct-EvaluateAdams-Bashforth-Moulton Method PECE Strengths Type Code based on Name AcronymSingle Step versus MultistepMultistep –Means next predicted step is dependent on past stepsSingle Step –Only current information is used to define next stepIn general multistep methods are more efficient, but single step methods can handle discontinuities very well.•Since single step methods do not store past data then they are not as affectedby an abrupt change in a coordinateExplicit versus ImplicitExplicit methods are non-iterative. Predict step based on past data and do a single small correctionImplicit methods iterate on current value to find solutionsIn general implicit methods can take large steps, but step is more expensiveImplicit methods require Jacobian; abrupt discontinuity causes ill-conditionedJacobian.Stiff SystemsNumerically “stiff”systems –Quickly decaying transient, i.e. large negative eigenvalue.Causes small steps in explicit methods (RK and PECE)BDF because it is iterative can handle stiff systems•During initial part of transient BDF will take step size similar toPECE•BDF can increase step size as transient dies outSystems with large negative eigenvalueHydraulics, shock absorbers, hydrobearing, HLAWhich Integrator to UseCertain Elements do not support BDFTRACKBushLinkBDFHydraulic models –definitely AMESIMFlexible ModelsAnything with High damping and is smooth will run better in BDFPECESystems with little or no dampingTrack SuperelementMany sharp discontinuitiesRKHelical Spring : Fine-to-coarse runIn general try BDF first, revert to PECE if model contains unsupported elementsPlot CPU usage. BDF will typically have high CPU usage ramp-up, then solve much faster. PECE step-size will depend on highest natural frequency in the system.Other Solution ParametersMost Solution Set Parameters are left at their default values. Some should be considered carefully for each model…System (Advanced)Integer and Double Array sizes. If the solver fails and the INFO file indicates it is due to an overflow of the Main arrays, increase these values (by a factor of 2 or 3).Output file: Binary is typical, may desire RestartMatrix Scaling: This is a new option introduced in R5A, so it defaults to the old value of Standard.However, for most models this increases stability and decreases solution time. Should be set toIterative.Solver Units: most elements have units, but controls and expressions will always solve and report back in these units.DynamicMax Int Step: keep small for contact models or other abrubt event modelingSolution and Integration tolerances: keep in mind your Solver Units and the relative scale of your model. These values relate to the amount of error you are allowing.Solver Acceleration: Use Banded for most systems, Iterative for flexible body models with a large number of modes.Initial ConditionsQ: To apply an initial speed to the full A/C, is it necessary to apply the initial condition on each body? A: No, only to the independent coordinates and only if you don’t want them to be auto-calculated.Automatically calculated initial velocities are fine, unless you couple initial velocities with stiffness coupled DOF. Then you should always specify a consistent set of initial conditions, or let the system settle through its transient phase.Consider the simple system below. The initial velocity on Body 1 will not cause an initial condition on Body2, resulting in an abrupt and large initial force.Body 1 Body 2Initial Velocity Force ElementStatic AnalysisIn static solver find positions that result in all net forces are zero.F = m*a, in statics “a”the acceleration is zeroF = 0 In our solver this is Reaction forces must balance Applied forces while satisfying the constraints Requirement of static’s solver is a nonsingular stiffness matrix.Every independent degree of freedom must contain a stiffnessTie-rods are an example of a model with no stiffness on a degree of freedom•One-body connected to two other bodies by spherical jointsΦ(q)0Q λΦa Tq ==−Body1Body2Spherical Joints Tie-rod bodyIf there is no stiffness resisting this degree of freedom static solver will fail.Static Mode Animation Tool (SMAT)Created in response to an internal need to understand how to improve ourstatic’s algorithms several years agoStatic Mode Animation computes the stiffness, force, and predicteddisplacement at a certain model configuration to help you understand theseaspects.Knowing this information can help you improve the convergence and speed of static analysis for your model.Static Solution OptionsTo alleviate problems, you have the following options:1.Add stiffness or constraints to the model.e the percent mass or damping option. This option may be difficult touse and is not guaranteed to succeed. It can slow convergence on well-defined models. Therefore it's off by default.3.In rare cases, internally computed derivatives used by static’s (computedanalytically) may be inaccurate, so switching to finite difference Jacobianmay solve the problem.4.If static’s is slow, disable the debug flag. It generates IO that can reallyslow things down.Workshop 7: Static AnalysisPerform static analysis on the MLG modelGuidelines:Rename the 2 Analysis cases: 1 for statics, 1 for dynamicsUse the same configurations (config1 for each design table) Compare tire reaction forces and aircraft Z positionLinearizationVL forms a nonlinear set of equationsLinearization reduces this set of equations to a linear system Linear systems are needed for control theory design Can write out matrices in forms for Matlab and EASY5 U is the input vector these are usually control forces/torques activated by turning on linear flag in control input element Y are the system outputs activated by turning on linear flag in control output element (New with VL)D δC δδy B δA δxδ+=+=&。

工程英语测试题及答案

工程英语测试题及答案

工程英语测试题及答案一、选择题(每题2分,共20分)1. What is the term used to describe the process of turning raw materials into finished products?A. FabricationB. AssemblyC. MachiningD. Casting答案:A2. The primary function of a ________ is to convert electrical energy into mechanical energy.A. MotorB. GeneratorC. TransformerD. Inverter答案:A3. In engineering, the term "stress" refers to:A. The internal resistance of a material to deformationB. The force applied to a materialC. The change in shape of a materialD. The rate of change of force答案:A4. Which of the following is not a type of welding process?A. Arc weldingB. Gas weldingC. Ultrasonic weldingD. Friction welding答案:C5. The process of designing and building a structure is known as:A. EngineeringB. ArchitectureC. ConstructionD. All of the above答案:D6. What does the abbreviation "CAD" stand for in the field of engineering?A. Computer-Aided DesignB. Computer-Aided DraftingC. Computer-Aided DevelopmentD. Computer-Aided Documentation答案:A7. The SI unit for pressure is:A. PascalB. NewtonC. JouleD. Watt答案:A8. A ________ is a type of joint that allows for relative movement between connected parts.A. Rigid jointB. Revolute jointC. Fixed jointD. Pin joint答案:B9. The process of removing material from an object to achieve the desired shape is known as:A. MachiningB. CastingC. ForgingD. Extrusion答案:A10. In engineering, the term "specification" refers to:A. A detailed description of the requirements of aprojectB. A list of materials to be used in a projectC. The estimated cost of a projectD. The timeline for a project答案:A二、填空题(每题1分,共10分)11. The ________ is the process of cutting a flat surface ona material.答案:sawing12. A ________ is a type of bearing that allows for rotation.答案:ball bearing13. The term "gearing" refers to the use of gears to transmit ________.答案:motion14. The ________ is the study of the properties of materials.答案:material science15. In a hydraulic system, a ________ is used to control the flow of fluid.答案:valve16. The ________ is the process of heating and cooling a material to alter its physical properties.答案:heat treatment17. The ________ is a tool used to measure the hardness of a material.答案:hardness tester18. A ________ is a type of joint that connects two parts ata fixed angle.答案: hinge joint19. The ________ is the process of joining two pieces ofmetal by heating them to a molten state.答案:fusion welding20. The ________ is the study of the behavior of structures under load.答案:structural analysis三、简答题(每题5分,共30分)21. Define the term "mechanical advantage" in engineering.答案:Mechanical advantage is the ratio of output force to input force in a simple machine, indicating how much the machine amplifies the force applied to it.22. Explain the concept of "factor of safety" in engineering design.答案:The factor of safety is a ratio used in engineering to ensure that a structure or component can withstand loads beyond the maximum expected in service, providing a margin of safety against failure.23. What is the purpose of a "stress-strain curve" in material testing?答案:A stress-strain curve is a graphical representation of the relationship between the stress applied to a material and the resulting strain, used to determine the material's mechanical properties such as elasticity, yield strength, and ultimate strength.24. Describe the difference between "static" and "dynamic" loads in engineering.答案:Static loads are constant forces that do not changeover time, while dynamic loads are forces that vary in magnitude or direction over time, often due to movement or vibrations.25. What is "creep" in the context of material behavior under load?答案:Creep。

Natural Language Processing Techniques

Natural Language Processing Techniques

Natural Language Processing Techniques Natural Language Processing (NLP) TechniquesNatural Language Processing (NLP) is a subfield of artificial intelligence that focuses on the interaction between computers and humans using natural language. In recent years, NLP techniques have made significant advancements in various applications such as sentiment analysis, chatbots, machine translation, and speech recognition. In this article, we will explore some of the most commonly used NLP techniques and their applications.1. Tokenization: Tokenization is the process of breaking down a text into individual words, phrases, or symbols known as tokens. This technique is essential for many NLP tasks as it helps to convert unstructured text data into a structured format that can be easily processed by machines. Tokenization can be done at different levels, such as word level, sentence level, or character level.2. Part-of-Speech (POS) tagging: POS tagging is the process of assigning a grammatical category (noun, verb, adjective, etc.) to each word in a sentence. This technique helps in understanding the syntactic structure of a sentence and is crucial for tasks like named entity recognition, sentiment analysis, and machine translation.3. Named Entity Recognition (NER): Named Entity Recognition is the task of identifying and classifying named entities (such as names of people, organizations, locations, etc.) in a text. NER is widely used in information extraction, question answering systems, and social media analysis.4. Sentiment Analysis: Sentiment analysis is the process of determining the sentiment expressed in a piece of text, whether it is positive, negative, or neutral. This technique is commonly used in social media monitoring, customer feedback analysis, and brand reputation management.5. Machine Translation: Machine translation is the task of translating text from one language to another automatically. NLP techniques such as neural machine translation have significantly improved the accuracy and fluency of machine translation systems.6. Text Classification: Text classification is the process of categorizing text data into predefined categories or classes. This technique is widely used in spam detection, topic categorization, and sentiment analysis.7. Information Extraction: Information extraction is the process of automatically extracting structured information from unstructured text data. This technique is used in various domains such as web scraping, document summarization, and question answering systems.8. Summarization: Text summarization is the task of generating a concise and coherent summary of a longer text. NLP techniques such as extractive and abstractive summarization have been widely used in news summarization, document summarization, and keyword extraction.9. Word Embeddings: Word embeddings are vector representations of words in a continuous vector space. This technique allows us to capture semantic relationships between words and is crucial for tasks like named entity recognition, sentiment analysis, and machine translation.10. Speech Recognition: Speech recognition is the task of automatically converting spoken language into text. NLP techniques such as acoustic modeling and language modeling have significantly improved the accuracy and performance of speech recognition systems.In conclusion, natural language processing techniques have revolutionized the way we interact with machines and have enabled a wide range of applications in various domains. As NLP continues to evolve and innovate, we can expect even more advanced applications and capabilities in the future.。

用于人工智能的Prolog语言

用于人工智能的Prolog语言
(7)如果有多个回答都满足目标,那么Prolog 将尽可能多地回答。
在示例程序中,添加有关性别的信息: Predicates
parent(symbol)
clauses parent(pam,bo
b). parent(tom,bo
b).
male(tom). male(bob). male( jim).
(3)关系的对象可以是常量 (如:tom,ann) ,也可以是变量(如:X,Y)。
(4)向系统提出问题,可由一个或多个目标组成。
(5)一个Prolog 程序由一些子句(clauses)组成。每个子句用句号结束。
(6)对一个问题的回答是肯定的或者是否定的,取决于相应的目标是否满足。 在肯定回答的情况下,说相应的目标是可满足的,而且这个目标成功了。 否则,说目标不可满足,目标失败了。
parent(Z,X), parent(Z,Y), female(X).
sister(X,pat).
改进的sister规则:
predicates
parent(symbol,symbol)
sister(symbol,symbol)
female(symbol)
male(symbol)
different(symbol,sym
R("zhsan").
4.2 家庭关系程序示例
下图是一个表示家庭关系的实例:
用Prolog 语句表示为:
Pam
Tom
).
Bob
Liz
).
Ann
Pat
Jim
parent(pam,bob
parent(tom,bob
parent(tom,liz). parent(bob,ann). parent(bob,pat).

《understanding optics with python》 -回复

《understanding optics with python》 -回复

《understanding optics with python》-回复《Understanding Optics with Python》Optics, the branch of physics dealing with the properties and behavior of light, plays a crucial role in various fields, including physics, engineering, and even everyday life. In this article, we will explore the fascinating world of optics using the programming language Python. We will take a step-by-step approach to delve into the fundamental concepts and principles of optics and demonstrate how Python can be leveraged to solve optical problems.Introduction to Optics:Optics is the science of light and its interaction with matter. It encompasses the study of reflection, refraction, diffraction, interference, and the production and detection of light. Understanding optics is essential in various applications, such as designing lenses, cameras, telescopes, and lasers.Using Python for Optical Calculations:Python is a versatile programming language that is widely used in scientific research and engineering. Its extensive libraries andintuitive syntax make it a powerful tool for performing optical calculations and simulations. Let's take a look at how Python can be leveraged in optics.1. Calculating Refraction using Snell's Law:One of the fundamental principles in optics is Snell's Law, which describes the behavior of light when it passes from one medium to another. We can write a Python code snippet to calculate the angle of refraction using Snell's Law for a given incident angle and refractive indices of the media involved.2. Modeling Lens Systems:Lenses are crucial optical devices used in various applications, from eyeglasses to cameras. Python's numerical and plotting libraries allow us to model and simulate lens systems. We can create a simple program that models the behavior of different types of lenses and their effect on light rays.3. Simulation of Interference Patterns:Interference is a fascinating phenomenon that occurs when two or more waves superpose. Python's numerical libraries enable us to simulate and visualize interference patterns. We can write a codethat generates interference patterns by combining waves of different frequencies and phases.4. Analyzing Diffraction Patterns:Diffraction refers to the bending of light around obstacles or through narrow openings. Python can be used to analyze and visualize the diffraction patterns produced by various apertures. By employing the Fourier transform, we can calculate and plot diffraction patterns for different scenarios.5. Designing Optical Filters:Optical filters are essential in many applications, such as photography, spectroscopy, and signal processing. Python can be utilized to design and optimize optical filters by manipulating the spectral transmission or reflection properties of materials. We can create a program that designs bandpass filters based on given specifications.6. Ray Tracing for Optical Systems:Ray tracing is a powerful technique used in optics to simulate the path of light rays through complex systems. Python's libraries can be employed to create a ray tracing program that models thebehavior of light in optical systems, including reflection, refraction, and multiple interactions with lenses and mirrors.Conclusion:Python provides a comprehensive set of tools and libraries for understanding and solving problems in optics. From the basics of refraction and lens systems to the complex phenomena of interference and diffraction, Python enables us to simulate and analyze optical systems with ease. By leveraging the power of Python, students, researchers, and professionals can enhance their understanding and explore the fascinating world of optics. So, pick up Python and embark on a journey to explore the wonders of optics!。

AOP技术研究及其在软件开发中的应用 蔡燕敏_工程硕士论文

AOP技术研究及其在软件开发中的应用 蔡燕敏_工程硕士论文
其次,介绍AOP技术发展、AOP技术基本概念,同时介绍AOP程序开发的步骤,并对AOP技术及其支持工具的语言机制进行比较。
接着,分析目前开发软件的方法及存在的不足,同时引入面向方面软件开发的发展现状,还阐述AOSD的优点及存在的问题。
所有这些不同问题的原因或者是大部分原因在于关注点分离有关的限制和无法完成的需求。实现软件工程这一目标的能力,主要依赖于保持软件系统中所有关注点的独立能力。所有现有的软件形式体系通过分解和组合机制,都支持某种程度的关注点分离。然而,在所有形式体系只提供小规模的、受限的分解和组合机制,这些通常一次只支持一个“主要的”分离纬度。实现软件工程的主要目标需要支持多纬度分解重叠关注点的并发操作。
Secondly,this article will introduce AOP technology development,AOP technology basic concepts,and will introduce AOP development ‘s steps at the same time. The language mechanism of AOP technology will be analysed and compared deeply.
Master'sDegree.Candidate:CaiYanmin
Supervisor:Prof.Zhang Lichen
Nov 2008
School of SoftwareEngineering
GaungdongUniversityof Technology
Guangzhou,Guangdong,P. R. China,510090
1.1
软件工程的主要目标是改善软件质量,减少软件产品的成本,便于维护和进化。为了实现这些目标,软件工程师们不断寻找开发技术和方法,以减少软件的复杂度,提高可理解性和可重用性,同时促进演化。尽管在软件工程领域内已经有许多好的研究成果,但仍然存在一些问题使得软件工程复杂化。软件的易理解性会随着时间而降低,软件产品只具有有限的重用性,或重用起来很困难,在不同的制品之间的可跟踪性也是受限的。

《英语语言学概论》精选试题学生版

《英语语言学概论》精选试题学生版

《英语语言学概论》精选试题11.Which of the following statements about language is NOT true?nguage is a systemnguage is symbolicC.Animals also have l anguagenguage is arbitrary2.Which of the following features is NOT one of the design features of language?A. SymbolicB. DualityC. ProductiveD. Arbitrary3.What is the most important function of language?A. InterpersonalB. PhaticC. InformativeD. Metalingual4.Who put forward the distinction between Langue and Parole?A. SaussureB. C homskyC. HallidayD. Anonymous5.According to Chomsky, which is the ideal user's internalized knowledge of his language?A. competenceB. paroleC. performanceD. langue6.The function of the sentence "A nice day, isn't it?" is .A. informativeB. phaticC. directiveD. performative7.Articulatory phonetics mainly studies .A.the physical properties of the sounds produced in speechB.the perception of soundsC.the combination of soundsD.the production of sounds8.The distinction between vowels and consonants lies in .A.the place of articulationB.the obstruction of airstreamC.the position of the tongueD.the shape of the lips9.Which is the branch of linguistics which studies the characteristics of speech sounds and provides methods for their description, classification and transcription?A. PhoneticsB. PhonologyC. SemanticsD. Pragmatics10.Which studies the sound systems in a certain language?A. PhoneticsB. PhonologyC. SemanticsD. Pragmatics11.Minimal pairs are used to .A.find the distinctive features of a languageB.find the phonemes of a languagepare two wordsD.find the allophones of languageually, suprasegmental features include ,length and pitch.A. phonemeB. speech soundsC. syllablesD. stress13.Which is an indispensable part of a syllable?A. CodaB. OnsetC. StemD. Peak三、判断1.The analyst collects samples of the language as it is used, not according to some views of how it should be used. This is called the prescriptive approach. F2.B road transcription is normally used by the phoneticians in their study of speech sounds. F台州学院考试题1.Articulatory Phonetics studies the physical properties of speech sounds.2.English is a typical intonation language.3.Phones in complementary distribution should be assigned to the same phoneme.4.Linguistic c is a native speaker’s linguistic knowledge of his language.1.The relationship between the sound and the meaning of a word is a .2.P refers to the realization of langue in actual u se.3.Linguistics is generally defined as t he s study of language.1.Which of the following branch of linguistics takes the inner structure of word as its main object of study?A. Phonetics.B. Semantics.C. M orphology.D. Sociolinguistics.3. Which of the following is a voiceless bilabial stop?A. [w].B. [m].C. [b].D. [p].6. What phonetic feature distinguishes the [p] in please and the [p] in speak?A.VoicingB. AspirationC. RoundnessD. Nasality11.Conventionally a is put in slashes.A. a llophoneB. phoneC. phonemeD. morphemenguage is tool of communication. The symbol “highway closed ”serves .A. an expressive functionB. an informative functionC. a performative functionD. a persuasive function14.Which of the following groups of words is a minimal pair?A. but/pubB. wet/whichC. cool/curlD. fail/find16.What are the dual structures of language?A. Sounds and letters.B. Sounds and m eaning.C. Letters and meaning.D. Sounds and symbols.19.Which of the following is one of the core branches of linguistics?A.Phonology.B.Psycho-linguistics.C.Sociolinguistics.D.Anthropology.IV. Translate the following linguistic terms: (10 points, 1 point each)A. From English to ChineseB. From Chinese to English1.acoustic phonetics6. 應用語言學2. closed class words4. distinctive featuresVI.Answer the following questions briefly. (20 points)1.Define phoneme. (4 points)2.Explain complementary distribution with an example.(5 points)3.What are the four criteria for classifying English vowels. (4 points)问答答案1. A contrastive phonological segment whose phonetic realizations are predictable by rules. (4 points)(or: A phoneme is a phonological unit; it is a unit that is of distinctive value.)2.The situation in which phones never occur in the same phonetic environment.(4 points)e.g. [p] and [p h] never occur in the same position. (1 point)3.the position of the tongue in the mouth(1 point), the openness of the mouth(1 point), the shape of the lips(1 point), and the length of the vowels. (1 point)Chapter 1 Introductions to LinguisticsI.Choose the best answer. (20%)nguage is a system of arbitrary vocal symbols used for humanA. contactB. communicationC. relationD. Community2.Which of the following words is entirely arbitrary?A. treeB. typewriterC. crashD. Bang3.The function of the sentence ―Water boils at 100 degrees Centigrade.‖ is.A. interrogativeB. directiveC. informativeD. Performative4.In Chinese when someone breaks a bowl or a plate the host or the people present are likely to say―碎碎(岁岁)平安‖as a means of controlling the forces which they believes feelmight affect their lives. Which functions does it perform?A. InterpersonalB. EmotiveC. PerformativeD. Recreational5.Which of the following property of language enables language users to overcome the barriers caused by time and place , due to this feature of language, speakers of a language arefree to talk about anything in any situation?A. TransferabilityB. DualityC. DisplacementD. Arbitrariness6.Study the following dialogue. What function does it play according to the functions of language?—Anice day, isn’t it?—Right! I really enjoy the sunlight.A. EmotiveB. PhaticC. PerformativeD. Interpersonal7.________ refers to the actual realization of the ideal language user’s knowledge of the rules of his language in utterances.A. PerformanceB. CompetenceC. LangueD. Parole8.When a dog is barking, you assume it is barking for something or at someone thatexists hear and now. It couldn’t be sorrowful for some lost love or lost bone. This indicat design feature of .A.cultural transmissionB.productivityC.displacementD. Duality9.answers such questions as how we as infants acquire our first language.A.PsycholinguisticsB.A nthropological linguisticsC.SociolinguisticsD.Applied linguistics10.deals with language application to other fields, particularly education.A.Linguistic theoryB.Practical linguisticsC.Applied linguisticsparative linguisticsII.Decide whether the following statements are true or false. (10%)11. Language is a means of verbal communication. Therefore, the communication way used by the deaf-mute is not language. F13.Speaking is the quickest and most efficient way of the human communication systems.nguage is written because writing is the primary medium for all languages. F15.We were all born with the ability to acquire language, which means the details language system can be genetically transmitted. F16.Only human beings are able to communicate. F17. F. de Saussure, who made the distinction between langue and parole in the early 20th century, was a French linguist. F18. A study of the features of the English used in Shake e s a p re’s time is an example of the diachronic 历时study of language. F19.Speech and writing came into being at much the same time in human history.F20. III.All the languages in the world today have both spoken and written forms.Fill in the blanks. (10%)Fnguage, broadly speaking, is a means of verbal_ communication.22.In any language words can be used in new ways to mean new things and can becombined into innumerable sentences based on limited rules. This feature is usually termed creativity_ .nguage has many functions. We can use language to talk about itself. This funct is .24.Theory that primitive man made involuntary vocal noises while performing heavywork has been c alled the yo-he-ho ________ theory.25.Linguistics is the systematic study of language.26.Modern linguistics is __ ________ in the sense that the linguist tries to discover what language is rather than lay down some rules for people to observe.27.One general principle of linguistic analysis is the primacy of over writing.28.The description of a language as it changes through time is a study.29.Saussure put forward two important concepts. refers to the abstract linguistic system shared by all members of a speech community.30.Linguistic potential is similar to Saussure’s langue and Chomsky’s.I V.Explain the following terms, using examples. (20%)31.Design feature32.Displacementpetence34.Synchronic linguisticsV.Answer the following questions. (20%)35.Why do people take duality as one of the important design features of human language?Can you tell us what language will be if it has no such design feature? (南开大学,2004 )35.Duality makes our language productive. A large number of different units can be formed out o a small number of elements – for instance, tens of thousands of words out of a small set of sounds, around 48 in the case of the English language. And out of the huge number of words, there can be astronomical number of possible sentences and phrases, which in turn can combineto form unlimited number of texts. Most animal communication systems do not have this design feature of human language.If language has no such design feature, then it will be like animal communicational systemwhich will be highly limited. It cannot produce a very large number of sound combinations, e.g. words, which are distinct in meaning.Chapter 2 Speech SoundsI.Choose the best answer. (20%)1.Pitch variation is k nown as when its patterns are imposed on s entences.A. intonationB. toneC. pronunciationD. voice2.Conventionally a is put in slashes (/ /).A. allophoneB. phoneC. phonemeD. morpheme3.An aspirated p, an unaspirated p and an unreleased p are of the p phoneme.A. analoguesB. tagmemesC. morphemesD. allophones4.The opening between the vocal cords is sometimes referred to as .A. g lottisB. vocal cavityC. pharynxD. uvula6.A phoneme is a group of similar sounds called .A. minimal pairsB. allomorphsC. phonesD. allophones7.Which branch of phonetics concerns the production of speech sounds?A.Acoustic phoneticsB.Articulatory phoneticsC.Auditory phoneticsD.None of the above8.Which one is different from the others according to places of articulation?A. [n]B. [m]C. [ b ]D. [p]9.Which vowel is different from the others according to the characteristics of vowels?A. [i:]B. [ u ]C. [e]D. [ i ]10.What kind of sounds can we make when the vocal cords are vibrating?A. VoicelessB. V oicedC. G lottal s topD. ConsonantII.Decide whether the following statements are true or false. (10%)11.Suprasegmental phonology refers to the study of phonological properties of units larger thanthe segment-phoneme, such as syllable, word and sentence.12.The air stream provided by the lungs has to undergo a number of modification to acquire thequality of a speech sound.14.[p] is a voiced bilabial stop.15.Acoustic phonetics is concerned with the perception of speech sounds.16.All syllables must have a nucleus but not all syllables contain an onset and a coda.17.W hen pure vowels or monophthongs are pronounced, no vowel glides take place.18.According to the length or tenseness of the pronunciation, vowels can be divided into vs. lax or long vs. short.III.Fill in the blanks. (20%)21. Consonant sounds can be e ither ______ __ or _______ _, while all vowel sounds are .23. The qualities of vowels depend upon the position of the and the lips.25.Consonants differ from vowels in that the latter are produced without .26.In phonological analysis the words fail / veil are distinguishable simply because of the two phonemes /f/ - /v/. This is an example for illustrating .27.In English there are a number of _________ , which are produced by moving f rom one vowel position to another through intervening positions.28.refers to the phenomenon of sounds continually show the influence of their neighbors.29.is the smallest linguistic unit.IV.Explain the following terms, using examples. (20%)31.Sound assimilation32.Suprasegmental featureplementary distribution34.Distinctive featuresV.Answer the following questions. (20%)35.What is a coustic phonetics? (中国人民大学,2003 )36.What are the differences between voiced sounds and voiceless sounds in terms of articulation? (南开大学,2004 )VI.Analyze the f ollowing situation. (20%)37.Write the symbol that corresponds to each of the following phonetic descriptions; then give an English word that contains this sound. Example: voiced alveolar stop [d] dog. (青岛海洋大学,1999 )(1)voiceless bilabial unaspirated stop(2)low front vowel(3)lateral liquid(4)velar nasal(5)voiced interdental fricative32.Suprasegmental feature: The phonetic features that occur above the level of the segments are called suprasegmental features; these are the phonological properties of such units as the syllable, the word, and the sentence. The main suprasegmental ones includes stress, intonation, and tone.plementary distribution: The different allophones of the same phoneme never occur in the same phonetic context. When two or more allophones of one phoneme never occur in the same linguistic environment they are said to be in complementary distribution.34.Distinctive featureIst: refers to the features that can distinguish one phoneme from another. If we can group the phonemes into two categories: one with this feature and the other without, this feature is called a d istinctive feature.V. 35.Acoustic phonetics deals with the transmission of speech sounds through the air. When a speechsound is produced it causes minor air disturbances (sound waves). Various instruments are usedto measure the characteristics of these sound waves.36. When the vocal cords are spread apart, the air from the lungs passes between them unimpeded. Sounds produced in this way are described as voiceless; consonants [p, s, t] are produced in this way. But when the vocal cords are drawn together, the air from the lungs repeatedly pushes them apart as it passes through, creating a vibration effect. Sounds pr in this way are described as voiced. [b, z, d] are voiced consonants.11。

计算机专业英语考试试题及答案

计算机专业英语考试试题及答案

计算机专业英语考试试题及答案一、选择题1. Which of the following is NOT a programming language?A. JavaB. PythonC. HTMLD. CSS2. What does the acronym "SQL" stand for?A. Structured Query LanguageB. Simple Query LanguageC. Script Query LanguageD. Secure Query Language3. Which protocol is commonly used for sending and receiving emails?A. FTPB. HTTPC. SMTPD. TCP4. What does the term "CPU" refer to?A. Central Processing UnitB. Computer Processing UnitC. Central Program UnitD. Computer Program Unit5. Which of the following is NOT a type of network topology?A. StarB. RingC. MeshD. Scroll二、填空题1. HTML stands for Hypertext Markup Language, which is used for ____________.2. The process of converting source code into machine code is called ____________.3. IP address stands for ____________.4. The act of copying files from a remote server to a local computer is known as ____________.5. The programming language developed by Apple Inc. for iOS and macOS is ____________.三、简答题1. What is the difference between a compiler and an interpreter? Provide examples of programming languages that use each of these methods.2. Explain the concept of object-oriented programming (OOP) and provide an example of a programming language that utilizes this paradigm.3. Describe the client-server model and provide an example of a commonly used protocol within this model.四、论述题Discuss the impact of artificial intelligence (AI) on various industries. Provide examples of how AI is being used in fields such as healthcare, finance, and transportation. Analyze the potential benefits and challenges of implementing AI in these industries.答案:一、选择题1. C. HTML2. A. Structured Query Language3. C. SMTP4. A. Central Processing Unit5. D. Scroll二、填空题1. creating and structuring the content of a webpage2. compilation3. Internet Protocol4. downloading5. Swift三、简答题1. A compiler translates the entire source code into machine code before the program is executed. Examples of languages that use compilers are C, C++, and Java. On the other hand, an interpreter translates and executes the source code line by line. Python and Ruby are examples of languages that use interpreters.2. Object-oriented programming (OOP) is a programming paradigm that organizes data and functions into reusable objects. It focuses on the concept of classes and objects, allowing for code reuse and encapsulation. An example of a programming language that uses OOP is Java, where objects are instances of classes and can interact with each other through methods and attributes.3. The client-server model is a distributed computing architecture wherea server provides services or resources to multiple clients. The clients request and receive these resources through the network. An example of a commonly used protocol within this model is the Hypertext Transfer Protocol (HTTP), which is used for communication between web browsers (clients) and web servers.四、论述题Artificial intelligence (AI) has had a significant impact on various industries. In healthcare, AI is being used for diagnoses and treatments, analyzing medical images, and personalized medicine. For example, AI-powered algorithms can help detect diseases like cancer at an early stage, leading to better treatment outcomes. In finance, AI is utilized for fraud detection, algorithmic trading, and customer service. AI algorithms can analyze large amounts of financial data to identify patterns and make accurate predictions. In transportation, AI is being employed for autonomous vehicles, traffic management, and logistics optimization. Self-driving cars, for instance, use AI algorithms to navigate and make decisions on the road.The implementation of AI in these industries brings about many benefits, such as increased efficiency, improved accuracy, and cost savings. AI systems can process and analyze vast amounts of data much faster than humans, leading to faster and more accurate results. However, there are also challenges to consider. Privacy and security concerns arise as AI systems handle sensitive information. There is also the worry of job displacement, as AI automation may replace certain human tasks. Additionally, ethical considerations need to be addressed, such as bias in algorithms and the potential for AI to be used for malicious purposes.Overall, the impact of AI on various industries is undeniable. It has the potential to revolutionize healthcare, finance, transportation, and many other sectors. However, careful implementation and regulation are necessary to ensure its responsible and beneficial use.。

模拟ai英文面试题目及答案

模拟ai英文面试题目及答案

模拟ai英文面试题目及答案模拟AI英文面试题目及答案1. 题目: What is the difference between a neural network anda deep learning model?答案: A neural network is a set of algorithms modeled loosely after the human brain that are designed to recognize patterns. A deep learning model is a neural network with multiple layers, allowing it to learn more complex patterns and features from data.2. 题目: Explain the concept of 'overfitting' in machine learning.答案: Overfitting occurs when a machine learning model learns the training data too well, including its noise and outliers, resulting in poor generalization to new, unseen data.3. 题目: What is the role of a 'bias' in an AI model?答案: Bias in an AI model refers to the systematic errors introduced by the model during the learning process. It can be due to the choice of model, the training data, or the algorithm's assumptions, and it can lead to unfair or inaccurate predictions.4. 题目: Describe the importance of data preprocessing in AI.答案: Data preprocessing is crucial in AI as it involves cleaning, transforming, and reducing the data to a suitableformat for the model to learn effectively. Proper preprocessing can significantly improve the performance of AI models by ensuring that the input data is relevant, accurate, and free from noise.5. 题目: How does reinforcement learning differ from supervised learning?答案: Reinforcement learning is a type of machine learning where an agent learns to make decisions by performing actions in an environment to maximize a reward signal. It differs from supervised learning, where the model learns from labeled data to predict outcomes based on input features.6. 题目: What is the purpose of a 'convolutional neural network' (CNN)?答案: A convolutional neural network (CNN) is a type of deep learning model that is particularly effective for processing data with a grid-like topology, such as images. CNNs use convolutional layers to automatically and adaptively learn spatial hierarchies of features from input images.7. 题目: Explain the concept of 'feature extraction' in AI.答案: Feature extraction in AI is the process of identifying and extracting relevant pieces of information from the raw data. It is a crucial step in many machine learning algorithms, as it helps to reduce the dimensionality of the data and to focus on the most informative aspects that can be used to make predictions or classifications.8. 题目: What is the significance of 'gradient descent' in training AI models?答案: Gradient descent is an optimization algorithm used to minimize a function by iteratively moving in the direction of steepest descent as defined by the negative of the gradient. In the context of AI, it is used to minimize the loss function of a model, thus refining the model's parameters to improve its accuracy.9. 题目: How does 'transfer learning' work in AI?答案: Transfer learning is a technique where a pre-trained model is used as the starting point for learning a new task. It leverages the knowledge gained from one problem to improve performance on a different but related problem, reducing the need for large amounts of labeled data and computational resources.10. 题目: What is the role of 'regularization' in preventing overfitting?答案: Regularization is a technique used to prevent overfitting by adding a penalty term to the loss function, which discourages overly complex models. It helps to control the model's capacity, forcing it to generalize better to new data by not fitting too closely to the training data.。

Fusion 360 制图功能教程:绘制工程图纸说明书

Fusion 360 制图功能教程:绘制工程图纸说明书
Default Title Blocks ................................................................................................................ 9 Importing Custom Title Blocks ............................................................................................... 9 Drawing Templates................................................................................................................ 9
Your AU Expert(s)
Andrew de Leon is a senior principal user experience designer at Autodesk, Inc., with 20 years’ experience in the manufacturing industry and 11 years in user experience design. He has experience with AutoCAD software, AutoCAD Mechanical software, Inventor software, and Fusion பைடு நூலகம்60 software. He’s passionate about manufacturing and design, and enjoys solving difficult problems.

翻译1.0

翻译1.0

AspectJ2EE = AOP + J2EE对基于Aspect技术的可编程,可扩展的中间件框架的分析以色列研究所计算机科学部抽象的说,J2EE是一个用开发大规模客户端/服务器和多层应用的支持工具来增强的中间件框架。

J2EE使用企业级的JavaBeans作为它的组件模型。

这些通过J2EE应用服务来实现的组件,可以被分解成不同的方面,如:持续性,交互性管理,安全性和负载平衡。

但是,当前的服务器在他们的实施中并不提供面向aspect的编程。

在这片文章中,我们讨论一种新的aspect语言,AspectJ2EE,着眼于广义的J2EE应用服务器的实现和框架的应用。

AspectJ2EE 可以很方便的使用在扩展的固定服务器上,这些服务器提供了新的服务,如:日志和性能监控。

甚至像加密,数据压缩和存储等横向概念,可以在代码松散的时候被添加。

AspectJ2EE AspectJ更不具备一般性(更简单),并且在对大规模的系统开发时更强力。

对Aspect的参数化介绍使得Aspect在AspectJ2EE中比AspectJ更灵活且有更高的可重用性。

AspectJ2EE也扩展了把在应用服务器中的用户应用绑定到Aspect的新的部署时间交织的过程。

部署时间交织比传统的交织机制要优越,在于它保留了对象模型,拥有一个更好的Aspcet 管理范围,并且代表了一个更易理解的,更易维护的语义模型。

1、简介企业级应用项目是用来描述用于实行和管理组织的大规模软件。

世界上最大,最重要的软件系统都是企业级应用,包括用来运行政府机构,银行,保险公司,金融机构,医院等机构的程序。

企业级应用让世界运作起来。

在很多情况下,企业级应用是基于合成的平台配置,连接各种独立系统(也叫做层)到一起。

企业级应用中不同的层可以包括:大型机服务器,专用数据库服务器,个人电脑,部门服务器等。

企业级应用提供的核心功能总是很简单。

它并不涉及到过于复杂的计算或复杂的算法要求。

纹理物体缺陷的视觉检测算法研究--优秀毕业论文

纹理物体缺陷的视觉检测算法研究--优秀毕业论文

摘 要
在竞争激烈的工业自动化生产过程中,机器视觉对产品质量的把关起着举足 轻重的作用,机器视觉在缺陷检测技术方面的应用也逐渐普遍起来。与常规的检 测技术相比,自动化的视觉检测系统更加经济、快捷、高效与 安全。纹理物体在 工业生产中广泛存在,像用于半导体装配和封装底板和发光二极管,现代 化电子 系统中的印制电路板,以及纺织行业中的布匹和织物等都可认为是含有纹理特征 的物体。本论文主要致力于纹理物体的缺陷检测技术研究,为纹理物体的自动化 检测提供高效而可靠的检测算法。 纹理是描述图像内容的重要特征,纹理分析也已经被成功的应用与纹理分割 和纹理分类当中。本研究提出了一种基于纹理分析技术和参考比较方式的缺陷检 测算法。这种算法能容忍物体变形引起的图像配准误差,对纹理的影响也具有鲁 棒性。本算法旨在为检测出的缺陷区域提供丰富而重要的物理意义,如缺陷区域 的大小、形状、亮度对比度及空间分布等。同时,在参考图像可行的情况下,本 算法可用于同质纹理物体和非同质纹理物体的检测,对非纹理物体 的检测也可取 得不错的效果。 在整个检测过程中,我们采用了可调控金字塔的纹理分析和重构技术。与传 统的小波纹理分析技术不同,我们在小波域中加入处理物体变形和纹理影响的容 忍度控制算法,来实现容忍物体变形和对纹理影响鲁棒的目的。最后可调控金字 塔的重构保证了缺陷区域物理意义恢复的准确性。实验阶段,我们检测了一系列 具有实际应用价值的图像。实验结果表明 本文提出的纹理物体缺陷检测算法具有 高效性和易于实现性。 关键字: 缺陷检测;纹理;物体变形;可调控金字塔;重构
Keywords: defect detection, texture, object distortion, steerable pyramid, reconstruction
II

isight design gateway -回复

isight design gateway -回复

isight design gateway -回复iSight Design Gateway: Enhancing Creativity and InnovationIntroductionIn today's rapidly changing world, creativity and innovation have become critical for organizations to stay competitive. Companies are constantly looking for ways to enhance their ability to generate new ideas and solve complex problems. One tool that has emerged as a powerful catalyst for creativity is the iSight Design Gateway. In this article, we will explore the features and benefits of iSight Design Gateway, and how it can help organizations foster an environment of innovation.What is iSight Design Gateway?iSight Design Gateway is an advanced software platform that provides a collaborative workspace for idea generation, design thinking, and innovation. It acts as a centralized hub where team members can come together to share ideas, insights, and build upon each other's work. The platform integrates various tools and techniques, such as brainstorming, prototyping, and iterativedesign processes, to help teams develop innovative solutions and bring them to life.Features and Functionality1. Idea Management: iSight Design Gateway allows organizations to capture and manage ideas from various sources, including employees, customers, and partners. It provides a structured approach to idea generation, enabling teams to evaluate and prioritize ideas based on their potential impact and feasibility.2. Collaborative Workspace: The platform offers a virtual workspace where team members can collaborate in real-time, regardless of their physical location. It provides tools for sharing files, conducting virtual meetings, and facilitating discussions, fostering a collaborative environment that supports creativity and knowledge sharing.3. Design Thinking Tools: iSight Design Gateway incorporates design thinking methodologies into its framework. It provides tools for understanding user needs, prototyping ideas, and conducting user testing. By following a human-centered design approach,teams can create solutions that resonate with their target audience and offer meaningful experiences.4. Data Visualization and Analytics: The platform enables teams to analyze and visualize data from various sources to gain insights and inform decision-making. With interactive dashboards and robust analytics capabilities, organizations can make data-driven decisions, identify trends, and uncover opportunities for innovation.Benefits of iSight Design Gateway1. Enhanced Creativity and Innovation: iSight Design Gateway fosters a culture of innovation by providing a structured framework and collaborative tools for idea generation and design thinking. It encourages the free flow of ideas, promotes cross-functional collaboration, and enables teams to explore and experiment with new concepts.2. Increased Efficiency and Productivity: The platform streamlines the innovation process by centralizing all activities and resources in one place. It eliminates the need for manual documentation, reduces administrative tasks, and enables teams to focus oncreative problem-solving. By automating repetitive tasks, iSight Design Gateway saves time and boosts overall productivity.3. Improved Communication and Collaboration: With its virtual workspace and real-time collaboration features, iSight Design Gateway enables seamless communication among team members. It breaks down geographical and organizational barriers, facilitating knowledge sharing and fostering a sense of collective ownership in the innovation process.4. Better Decision-Making: The platform provides teams with data-driven insights and analytics, empowering them to make informed decisions. By visualizing data and analyzing trends, organizations can identify gaps, validate assumptions, and align innovation efforts with business goals, leading to more effective and successful outcomes.ConclusionInnovative organizations understand the importance of creating an environment that nurtures creativity and fosters a culture ofinnovation. iSight Design Gateway offers a comprehensive solution to enhance teamwork, streamline processes, and drive successful innovation outcomes. By integrating various tools and methodologies, iSight Design Gateway enables organizations to transform ideas into actionable solutions, stay ahead of the competition, and thrive in an ever-evolving business landscape.。

大学图书馆的英语作文

大学图书馆的英语作文

The university library is a cornerstone of academic life,serving as a sanctuary for students and faculty alike.It is a place where knowledge is preserved,shared,and expanded upon,making it an essential component of the educational experience.Here is a detailed look at what a university library might encompass and the role it plays in the academic community.The Collection:A university library houses an extensive collection of books,journals,and other media that cater to the diverse academic interests of its users.This collection is meticulously curated to support the curriculum and research needs of the university.It includes:Textbooks and reference materials for various subjects.Academic journals that provide the latest research findings in different fields. Newspapers and magazines for current affairs and general knowledge.Digital resources such as ebooks,online databases,and academic search engines. Multimedia materials like DVDs,CDs,and audiobooks for a more interactive learning experience.The Services:Beyond just providing access to materials,a university library offers a range of services to facilitate learning and research.These may include:Interlibrary loan services to borrow materials from other libraries.Document delivery services for obtaining copies of articles and papers. Workshops and tutorials on research skills,citation management,and academic integrity. Access to computer labs and software for data analysis and multimedia projects. Support for distance learners through online resources and remote access to services. The Space:The physical layout of a university library is designed to accommodate different study preferences and needs.It may feature:Silent study areas for focused,individual work.Group study rooms for collaborative projects and discussions.Computer labs with highspeed internet access.Reading rooms with comfortable seating and natural light.Exhibition spaces for showcasing art,historical documents,or academic achievements.The Staff:The library staff plays a crucial role in maintaining the librarys resources and services.They include:Librarians who are experts in information literacy and can guide users in their research. Technical staff who manage the librarys digital infrastructure and resources. Support staff who assist with circulation services,interlibrary loans,and maintaining the physical collection.The Role in Academic Life:The university library is more than just a place to borrow books it is a hub for academic and intellectual growth.It serves as:A research center where students and faculty can access a wealth of information for their projects.A learning center that provides a conducive environment for studying and group work.A community space that fosters collaboration and the exchange of ideas among students and faculty.A cultural center that hosts events,exhibitions,and talks related to literature,history,and the arts.In conclusion,the university library is an indispensable part of the academic landscape.It is a place where the pursuit of knowledge is not just encouraged but is actively facilitated. Whether its for studying,researching,or simply finding a quiet place to think,the university library is a vital resource for anyone in the academic community.。

秦狄辉 科技英语写作教程答案答案2001年版

秦狄辉 科技英语写作教程答案答案2001年版

练习 1 (on page 8)II. 将下列句子译成英语1.Nonlinear distortion can be caused by too large an input signal.输入信号太大会引起非线性失真(nonlinear distortion)。

ing the definition of slope, we can derive the equation which represents a straight line.利用斜率(slope)的定义,我们能导出(derive)表示直线的方程。

3.The expression f(x + h) – f(x) is frequently used in the study of calculus.f(x + h) – f(x)这一表达式(expression)经常用在微积分(calculus)方面。

4.An equation which can be written in the following form is known as a linear equation in oneunknown.能写成以下形式的方程被称为含有一个未知数(unknown)的线性方程(linear equation)。

5.In a computer, the tendency is to operate at as high a clock rate as possible.在计算机中,趋势是以尽可能高的时钟频率(clock rate)工作。

6.The voltage across this capacitor is a few hundredths of a volt.该电容器(capacitor)上的电压(voltage)为零点零几伏(volt )。

7.The output of the factory ten years ago was only one fifth what it is now [或:… only onefifth its present output].十年前该厂的产量(output)仅为现在的五分之一。

中英文 超声波测距原理

中英文 超声波测距原理

This article described the three directions (before, left, right) ultrasonic ranging system is to understand the front of the robot, left and right environment to provide a movement away from the information. (Similar to GPS Positioning System)A principle of ultrasonic distance measurement1, the principle of piezoelectric ultrasonic generatorPiezoelectric ultrasonic generator is the use of piezoelectric crystal resonators to work. Ultrasonic generator, the internal structure as shown in Figure 1, it has two piezoelectric chip and a resonance plate. When it's two plus pulse signal, the frequency equal to the intrinsic piezoelectric oscillation frequency chip, the chip will happen piezoelectric resonance, and promote the development of plate vibration resonance, ultrasound is generated. Conversely, if the two are not inter-electrode voltage, when the board received ultrasonic resonance, it will be for vibration suppression of piezoelectric chip, the mechanical energy is converted to electrical signals, then it becomes the ultrasonic receiver.2, the principle of ultrasonic distance measurementUltrasonic transmitter in a direction to launch ultrasound, in the moment to launch the beginning of time at the same time, the spread of ultrasound in the air, obstacles on his way to return immediately, the ultrasonic reflected wave received by the receiver immediately stop the clock. Ultrasound in the air as the propagation velocity of 340m / s, according to the timer records the time t, we can calculate the distance between the launch distance barrier (s), that is: s = 340t / 2Ultrasonic Ranging System for the Second Circuit DesignSystem is characterized by single-chip microcomputer to control the use of ultrasonic transmitter and ultrasonic receiver since the launch from time to time, single-chip selection of 8751, economic-to-use, and the chip has 4K of ROM, to facilitate programming. Circuit schematic diagram shown in Figure 2. Draw only the front range of the circuit wiring diagram, left and right in front of Ranging Ranging circuits and the same circuit, it is omitted.1,40 kHz ultrasonic pulse generated with the launchRanging system using the ultrasonic sensor of piezoelectric ceramic sensors UCM40, its operating voltage of the pulse signal is 40kHz, which by the single-chip implementation of the following procedures to generate.puzel: mov 14h, # 12h; ultrasonic firing continued 200mshere: cpl p1.0; output 40kHz square wavenop;nop;nop;djnz 14h, here;retRanging in front of single-chip termination circuit P1.0 input port, single chip implementation of the above procedure, the P1.0 port in a 40kHz pulse output signal, after amplification transistor T, the drive to launch the first ultrasonic UCM40T, issued 40kHz ultrasonic pulse, and the continued launch of 200ms. Ranging the right and the left side of the circuit, respectively, then input port P1.1 and P1.2, the working principle and circuit in front of the same location.2, reception and processing of ultrasonicUsed to receive the first launch of the first pair UCM40R, the ultrasonic pulse modulation signal into an alternating voltage, the op-amp amplification IC1A and after polarizationIC1B to IC2. IC2 is locked loop with audio decoder chip LM567, internal voltage-controlled oscillator center frequency of f0 = 1/1.1R8C3, capacitor C4 determine their target bandwidth. R8-conditioning in the launch of the carrier frequency on the LM567 input signal is greater than 25mV, the output from the high jump 8 feet into a low-level, as interrupt request signals to the single-chip processing.Ranging in front of single-chip termination circuit output port INT0 interrupt the highest priority, right or left location of the output circuit with output gate IC3A access INT1 port single-chip, while single-chip P1.3 and P1. 4 received input IC3A, interrupted by the process to identify the source of inquiry to deal with, interrupt priority level for the first left right after. Part of the source code is as follows:receive1: push pswpush accclr ex1; related external interrupt 1jnb p1.1, right; P1.1 pin to 0, ranging from right to interrupt service routine circuitjnb p1.2, left; P1.2 pin to 0, to the left ranging circuit interrupt service routinereturn: SETB EX1; open external interrupt 1pop? accpop? pswretiright: ...?; right location entrance circuit interrupt service routine? Ajmp? Returnleft: ...; left Ranging entrance circuit interrupt service routine? Ajmp? Return4, the calculation of ultrasonic propagation timeWhen you start firing at the same time start the single-chip circuitry within the timer T0, the use of timer counting function records the time and the launch of ultrasonic reflected wave received time. When you receive the ultrasonic reflected wave, the receiver circuit outputs a negative jump in the end of INT0 or INT1 interrupt request generates a signal,single-chip microcomputer in response to external interrupt request, the implementation of the external interrupt service subroutine, read the time difference, calculating the distance . Some of its source code is as follows:RECEIVE0: PUSH PSWPUSH ACCCLR EX0; related external interrupt 0? MOV R7, TH0; read the time valueMOV R6, TL0?CLR CMOV A, R6SUBB A, # 0BBH; calculate the time differenceMOV 31H, A; storage resultsMOV A, R7SUBB A, # 3CHMOV 30H, A?SETB EX0; open external interrupt 0POP ACC?POP PSWRETIFourth, the ultrasonic ranging system software designSoftware is divided into two parts, the main program and interrupt service routine, shown in Figure 3 (a) (b) (c) below. Completion of the work of the main program is initialized, each sequence of ultrasonic transmitting and receiving control.Interrupt service routines from time to time to complete three of the rotation direction of ultrasonic launch, the main external interrupt service subroutine to read the value of completion time, distance calculation, the results of the output and so on.V. CONCLUSIONSRequired measuring range of 30cm ~ 200cm objects inside the plane to do a number of measurements found that the maximum error is 0.5cm, and good reproducibility.Single-chip design can be seen on the ultrasonic ranging system has a hardware structure is simple, reliable, small features such as measurement error. Therefore, it can be used not only for mobile robot can be used in other detection systems.Thoughts: As for why the receiver do not have the transistor amplifier circuit, because the magnification well, CX20106 integrated amplifier, but also with automatic gain control level, magnification to 76dB, the center frequency is 38k to 40k, is exactly resonant ultrasonic sensors frequency=====本文所介绍的三方向(前、左、右)超声波测距系统,就是为机器人了解其前方、左侧和右侧的环境而提供一个运动距离信息。

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IJCSNS International Journal of Computer Science and Network Security, VOL.6 No.10, October 2006 36MOVING FROM AOP TO AOSD DESIGN LANGUAGEDeepak Dahiya Rajinder K. SachdevaAbstractThis paper recapitulates the work and summarizes the various stages of the research work carried out on development of Aspect Oriented Software Development Language (AOSDDL). It introduces the concept of “aspect oriented programming” and outlines the general path of research that has been taken. An analysis of the evolution of object oriented design methodology shows that the original object or class architecture was not designed for the requirements of today’s enterprise wide distributed environment. This paper outlines how the novel paradigm proposed by aspect oriented design language could advance the current design architecture and overcome its main design flaws. A discussion of the applications of aspect oriented programming and its advantages highlights the potential beneficiaries of this new design methodology, namely third party tool developers, software developers, software vendors and most importantly the end users.At the end, the paper describes the main research challenges that are targeted by this research effort Further, a series of conclusion remarks summarizes what has been learnt from this work, and how these experiences contribute to the wider field of research.1IntroductionIn the early days of computer science, developers wrote programs by means of direct machine-level coding[1]. Unfortunately, programmers spent more time thinking about a particular machine's instruction set than the problem at hand. Slowly, we migrated to higher-level languages that allowed some abstraction of the underlying machine. Then came structured languages, we could now decompose our problems in terms of the procedures necessary to perform our tasks. However, as complexity grew, we needed better techniques. Object-oriented programming (OOP) let us view a system as a set of collaborating objects. Classes allow us to hide implementation details beneath interfaces. Polymorphism provided a common behavior and interface for related concepts, and allowed more specialized components to change a particular behavior without needing access to the implementation of base concepts. Programming methodologies and languages define the way we communicate with machines. Each new methodology presents new ways to decompose problems: machine code, machine-independent code, procedures, classes, and so on. Each new methodology allowed a more natural mapping of system requirements to programming constructs. Evolution of these programming methodologies let us create systems with ever increasing complexity. The converse of this fact may be equally true: we allowed the existence of ever more complex systems because these techniques permitted us to deal with that complexity.There is a well documented problem in the software engineering field relating to a structural mismatch between the specification of requirements for software systems and the specification of object-oriented software systems. The structural mismatch happens because the units of interest during the requirements phase (for example, feature, service, capability, function etc.) are different to the units of interest during object-oriented design and implementation (for example, object, class, method, etc.)[2]. The structural mismatch results in support for a single requirement being scattered across the design units and a single design unit supporting multiple requirements - this in turn results in reduced comprehensibility, traceability and reuse of design models. Currently, OOP serves as the methodology of choice for most new software development projects. Indeed, OOP has shown its strength when it comes to modeling common behavior. However, OOP does not adequately address behaviors that span over many -- often unrelated -- modules. Separation of concerns is a basic engineering principle that is also at the core of object-oriented analysis and design methods in the context of UML [3]. Separation of concerns can provide many benefits: additive, rather than invasive, change; improved comprehension and reduction of complexity; adaptability, customizability, and reuse.In contrast, AOP [4] methodology fills this void. AOP quite possibly represents the next big step in the evolution of programming methodologies. However, for aspect-oriented software development (AOSD) [5] to live up to being a software engineering paradigm, there must be support for the separation of crosscutting concerns across the development lifecycle includingIJCSNS International Journal of Computer Science and Network Security, VOL.6 No.10, October 2006 37traceability from one lifecycle phase to another. Concerns that have a crosscutting impact on software (such as distribution, persistence, etc.) present well-documented difficulties for software development. Since these difficulties are present throughout the development lifecycle, they must be addressed across its entirety. Although a lot has been done to study the aspect oriented design approach in enterprise systems for architecture and its implementation, work on a general-purpose design language for aspect-oriented software development is attracting a lot of attention. The development of aspect oriented requirements gathering approach, design notation and environment for development of enterprise systems needs to be further refined in the context of software applications and industry.This discussion has shown a range of design methodologies related to object oriented and aspect oriented software development that augment the current software industry scene and practices. Ongoing efforts in this area suggest that this trend of incorporating aspect elements inside any object oriented software design is far from over.The majority of these designs are implemented as individual ad-hoc extensions – all with the goal of improving the software design to account for today’s requirements such as logging, caching, persistence and distribution. However, the fundamental problem, namely that the programming methodology provides no architectural support for flexible extensibility, remains. The research work therefore investigates traceability between developing a standard and general purpose AOSD design language with existing UML features and extensions to map AOSD design notations to AOP language. The aim is to provide a uniform design interface to add new extensions (for example, logging, caching, security etc) with a view towards eventually developing a standard design language for a broad range of AOSD approaches – independent of the programming language in hand.2 Aspect Oriented ProgrammingAnd DesignA gap exists between requirements and design on one hand, and between design and code on the other hand. Aspect oriented programming (AOP) extended to the modeling level where aspects could be explicitly specified during the design process will make it possible to weave these aspects into a final implementation model. Another step could be extension of AOP to the entire software development cycle. Each aspect of design and implementation should be declared during the design phase so that there is a clear traceability from requirements through source code thus using UML as the design language to provide an aspect-oriented design environment.The separation and encapsulation of crosscutting concerns has been promoted as a means of addressing these difficulties; the standard object-oriented paradigm does not suffice. In order to overcome the difficulties for crosscutting concerns throughout the lifecycle, an approach is required that provides a means to separate and encapsulate both the design and the code of crosscutting behaviour. It is important to work towards a general purpose AOSD design language that meets certain goals including the following:•Implementation language independent: The final form of AOPlanguage may vary from that of anycurrent one. Thus, any designlanguage that simply mimics theconstructs of a particular AOPlanguage is liable to fail to achieveimplementation languageindependence.•Design-level composability: Designlevel composability is a desirableproperty for two reasons. Firstdesigners may check the result ofcomposition prior to implementation,for validation purposes. Second,some projects will continue torequire the use of a non-aspect-oriented implementation languagebecause of pragmatic constraints,such as the presence of legacy codewritten in languages without aspect-oriented extensions; these projectscould still benefit from separatingthe design of crosscutting concerns.•Compatibility with existing designapproaches: An AOSD design-levellanguage should also build existingdesign languages such as UML, toprovide a bridge from old techniquesto new, so that software engineeringrealities such as incrementaladoption and legacy support arepossible.The construction of complex, evolving software systems requires a high-level design model. This model should be made explicit, particularly the part of it that specifies the principles and guidelines that are to govern the structureof the system. In reality, however, implementators tendto overlook the documented design models and guidelines, causing the implemented system to divergeIJCSNS International Journal of Computer Science and Network Security, VOL.6 No.10, October 2006 38from its model. Reasoning about a system whose models and implementation diverge is error prone – the knowledge we gain from these models is not of the system itself, but of some fictious system, the system we intended to build. The system’s comprehensibility is impeded, and so using software engineering techniques goes against our intended goals – quality, maintainability and cost minimization. The essence of the problem of implementing higher-level principles and guidelines lies in their globality. These principles cannot be localized in a single module, they must be observed everywhere in the system, which means that they crosscut the system’s architecture.3 Why do we need AspectOriented Design in Software Development?The identification of the mapping and influence of a requirement level aspect promotes traceability of broadly scoped requirements and constraints throughout system development, maintenance and evolution. The improved modularization and traceability obtained through early separation of crosscutting concerns can play a central role in building systems resilient to unanticipated changes hence meeting the adaptability needs of volatile domains such as banking, telecommunications and e-commerce. These crosscutting concerns are responsible for producing tangled representations that are difficult to understand and maintain. Examples of such concerns at the requirements level are compatibility, availability and security requirements that cannot be encapsulated by a use case and are typically spread across several of them. With increasing support for aspects at the design and implementation level, the inclusion of aspects as fundamental modeling primitives at the requirements level and identification of their mappings also helps to ensure homogeneity in an aspect oriented software development project.The main drive behind aspect oriented design language research is the idea of developing design constructs (elements) that exhibit a degree of flexibility and customizability that is only known from programmable end systems. While new design language constructs based on aspect oriented programming are being designed they are still tied to a particular platform whereby the vendor provides both the software tool and the design language tool as a complete package with additional proprietary tools. Thus, new design language aspect constructs can only be tested or utilized to individual specific requirements after the vendor has released a software upgrade. The development of new functionality is typically preceded by a long and awkward standardization process. These different paradigms have created an increasing gap between the functions and capabilities of these constructs in an aspect oriented development environment. Reconsidering the system architecture of object oriented software applications is therefore a crucial step in aspect oriented software development.4 Aspect Oriented Software Development Design LanguageAspectJ [6, 7, 8] is a popular and well established AOP language that provides support for specifying and composing crosscutting code into a core system. It supports the AOP paradigm by providing a special unit, called “aspect”, which encapsulates crosscutting code. Other compositional implementation languages and mechanisms also exist [9, 10]. At the design level, an AOSD design language with extensions to UML [1, 11, 12, and 13] in its capabilities relating to decomposition and modularization is required that would map to a particular AOSD implementation. Further, a standard AOSD design language must be capable of supporting many of these aspect programming languages. A graphical notation helps developers to design and comprehend aspect-oriented programs. Further, it would facilitate the perception of aspect-orientation. A design notation helps developers to assess the crosscutting effects of aspects on their base classes. Its application carries over the advantages of aspect-orientation to the design level and facilitates adaption and reuse of existing design constructs.5 Research ChallengesThe advantages of a flexible and extensible aspect oriented design language are expected to benefit the software community at various levels.The main aim of this work is to investigate flexible and extensible mechanisms that enable dynamic introduction of new functionality into an existing operational design. This endeavor is pursued from the endpoint of the programmer and the design team as both has a great interest in implementation and / or processing of individual elements.The key challenge of this research work therefore is to design a novel design language architecture that provides the basis for flexible extensibility of design functionality. In order to verify the practicality of this architecture, prototyping an application according to the new design elements will be a major part of this undertaking.The challenges of the architectural design language are as follows:IJCSNS International Journal of Computer Science and Network Security, VOL.6 No.10, October 2006 39•Generic platform (not tied to a specific application)The design goal is to develop a genericprogrammable design language platform tosupport the diversity of today’s and futuredesign specifications. The idea is to replace thenumerous ad hoc approaches to provide specificdesign elements inside the language that allowsusers (such as programmers or systems analyst)to extend the design capabilities in a uniformway.Unlike most existing design language architectures, which are tied to a specificapplication domain, the goal here is to start witha requirement analysis of a wide range ofsoftware applications and design specificationsin order to consider the multitude ofrequirements in the architectural design. •Modular component-based architectureAnother key objective is to design a designlanguage architecture that is truly component-based taking advantage of component featuressuch as modularity, extensibility, and reusability. The design elements can hence beprogrammed into aspects or classes calledcomponents. These components will typicallyprovide a new specification or simply extend anexisting specification.The component architecture allows complextechnical and design specifications to be splitinto simply and easy-to-develop functionalcomponents. This ‘divide and conquer’ approach eases the design and development ofspecifications. Moreover, it improves thegranularity of design specification extensibilityand reusability of components among specifications.•Compatibility and transparencyThe introduction of aspect oriented programming in current design methodologies,such as object-oriented, depends largely on howeasily it can be integrated with existingtechnologies. It is therefore a major objective todesign the design language architecture in a waythat enables seamless transitioning towards theaspect based programming paradigm. Mostearly design proposals, for example, did notconsider the crosscutting concerns, a vitalrequirement, and hence, ended up with solutionsthat rely on a design consisting only of objectsand classes. Such software systems areobviously very hard to introduce in a distributedenvironment where security, caching andlogging are major concerns. Consequently, animportant goal here is to design an aspect basedarchitecture that allows transparent, and henceseamless, application of design elements to thesoftware components. No change to the domainspecific functional components, systems andapplications, or the intermediate modules thatare not directly involved should be required.Such transparent solutions have the advantagethat a partial transitioning from object orienteddesign to aspect oriented design – where thecommon but the more important concerns resideare most effective – is possible.•Commercial feasibilityAnother important factor for the success ofaspect oriented design language is itscommercial viability. Many great technologieshave failed in the past simply due to a weakbusiness model. As a result, this work focuseson a solution that has evident beneficiaries and alikely commercial perspective.The challenge is to develop an active designlanguage that enables third party developmentof aspect based software applications. Breakingthe tight coupling between the design languageand the software development environmentsdecouples the role of the systems analyst fromthe software vendor and thus opens up a newcompetitive market for third party aspectoriented design software. This is particularlypromising as unhindered competition typicallymaximizes the cost-performance ratio ofproducts and specifications.6 Work Outline SummaryThis paper introduced the concepts of aspect oriented programming and software development. It outlines how the new methodology has emerged from traditional object oriented methodologies as a result of the growing demands of today’s software practitioners and applications. Furthermore, it provides the motivation for this line of research along with the main research challenges of this study. The remainder of this work is outlined as follows:Initial work dealt with a comprehensive overview of the current state-of-the art in the field by introducing related work that is or has been under investigation at other research institutions and universities. A special focus is placed on research into aspect oriented software design methodologies and enabling technologies. This work concludes with an overview of current work on aspect oriented applications and design language specifications.IJCSNS International Journal of Computer Science and Network Security, VOL.6 No.10, October 2006 40Next, work continued with the requirements analysis for aspect oriented systems. The requirements are derived from past experiences in object oriented and aspect oriented programming paradigms of working in the software industry and academics and a thorough study of related work as well as other influencing factors, for example commercial aspects such as the deployment of new technologies. From these general requirements a subset of requirements that form the basis for the design of the AOSDDL design language architecture and implementation is drawn.After analyzing the requirements, AOSDDL design language notations are defined. This central part of the research work describes in detail how AOSDDL operates and how the component based design architecture enables handling of crosscutting concerns through flexible integration and extensibility of design functionality. In addition to the basic language design, special focus is placed on the following key aspects: components, distribution and weaving.Accordingly, as a next step was the ongoing implementation efforts of developing prototype design constructs of the AOSDDL design language architecture will be described. Due to the considerable extent of the AOSDDL architecture, this work initially focused primarily on validating the key aspects of the design through a ‘proof-of-concept’ implementation.It continues with a qualitative and quantitative evaluation of AOSDDL and its prototype implementation. It evaluates how the AOSDDL architecture satisfies the objectives and requirements identified in the previous phase based on a case study and several example applications.Finally, the research work concludes by drawing together the main arguments of this work and summarizing the contributions that have been made. It also describes future work that could be carried out based on this line of research.7 ContributionsHere we summarize the main contributions and achievements of the research carried out as part of this work.The overall goal of this work, namely to design a aspect oriented design language that enables flexible extensibility of requirements and design functionality, has been successfully fulfilled in the form of AOSDDL structure. The validation of the architectural design with respect to its feasibility and practicality has been accomplished through prototype implementations of the AOSDDL architecture.•Natural Extension to UML•CASE Tool Support•Extension of Architectural framework for design constructs•Enforcing Architectural Regularities•Commercial Viability•Implementation Support•Software Development8 Future Scope of WorkBesides the ongoing development efforts to complete the AOSDDL prototype implementation[10], further work in this area focuses on using and extending the AOSDDL notation architecture and prototype platform in order to build and experiment with design language specifications. The code generators, tool integration and notation deployment and are few examples of ongoing research that take advantage of the AOSDDL architecture and platform.9ConclusionSeveral conclusions can be drawn from the development of AOSDDL:Enforcing Architectural RegularitiesThe problems encountered were not as a result of an incorrect AOP design concept or idea in general but a consequence of its particular implementation. AspectJ being the only implementation available that is widely in use and is still undergoing changes. The language was not designed for the purpose of regulating architectural decisions and thus lacks sufficient tools to accommodate this task. The various design considerations regarding distributed architecture are possible with design constructs of AOP but it is their realization that caused difficulties.AOSDDL Features-An approach for high level architecture design, called AOSDDL, has been developed to enableseparation of concerns at the design level of anAO development process. Within this approachit is assumed that the requirements have alreadybeen defined and specified during previousdevelopment stages.-Since AOSDDL is UML conform, any CASE tool that supports UML modeling can be used.-Aspects and base elements are completely kept apart; they are connected via a special language-specific connector element that encapsulates theunderlying implementation technology. Anydesired AO technology can be supported; it isIJCSNS International Journal of Computer Science and Network Security, VOL.6 No.10, October 200641just the connector’s syntax and semantics that have to be specified.-Both, aspects and base elements, can be reused separately as the connector is the only crosscutting, language-dependent part. This sort of encapsulation offers a logical grouping of all classes belonging to one concern and eases the readability of design models as avoiding graphical tangling.-To offer low-level architecture design support, a code generator needs to be developed to improve productivity and reduce errors when mapping model to code.The work can be seen as a first step towards a simple and powerful modeling approach that fosters support from existing CASE tools since it is based on standard UML. AOSDDL in combination with the code generator should make AOSD more usable and more efficient for software development. The assumptions about the usefulness of the notation and the AO code generation have to be proven in the near future when using it in business development projects .10References[1] Aspect Oriented Programming./javaworld/jw-01-2002/jw-0118-aspect.html , 2003[2] Object Management Group (OMG). Unified Modeling Language Specification. Version 2.0, Mar. 2003.[3] Rambaugh, Jacobson Booch, UML Reference Manual. Addison-Wesley, 1998.[4] Aspect-oriented programming: [5] Siobhan Clarke and Robert J. Walker. “ Towards a Standard Design Language for AOSD,” ACM Proceedings on Aspect Oriented Software Development, (April 2002), pp. 113- 119.[6] G. Kiczales, E. Hilsdale, J. Hugunin, M.Kersten, J. Palm and W. Griswold. “ An overview of AspectJ,” ECOOP Proceedings (2001), pp. 327-353.[7] Palo Alto Research Center. /, 2003[8] The AspectJ Team. The AspectJ programming Guide. /, 2006[9] IBM Research. /, 2003[10] IBM alphaWorks. /tech/hyperj , 2003.[11] Wai-Ming Ho, Jean-Marc Jezequel, Francois Pennaneac’h and Noel Plouzeau. “A Toolkit for Weaving Aspect Oriented UML Designs, “ ACM Proceedings on Aspect Oriented Software Development, (April 2002), pp. 99-105.[12] Awais Rashid, Ana Moreira and Joao Araujo. “Modularisation and Composition of Aspectual Requirements,” ACM Proceedings on Aspect Oriented Software Development, (2003), pp. 11- 20.[13] Mika Katara, Shmuel Katz. “ Architectural Views of Aspects, “ ACM Proceedings on Aspect Oriented Software Development, (2003), pp. 1- 10.。

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